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ORCIDDesmond Upton Patton
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2020 – today
- 2024
[c11]Aviv Y. Landau, Ashley Blanchard, Paritosh Kulkarni, Shahad Althobaiti, Betina Idnay, Desmond Upton Patton, Kenrick Cato, Maxim Topaz
:
Harnessing the Power of Machine Learning and Electronic Health Records to Support Child Abuse and Neglect Identification in Emergency Department Settings. MIE 2024: 1652-1656- 2023
- [c10]Nicholas Deas, Jessica Grieser, Shana Kleiner, Desmond Patton, Elsbeth Turcan, Kathleen R. McKeown:
Evaluation of African American Language Bias in Natural Language Generation. EMNLP 2023: 6805-6824 - [c9]Nathan Aguilar, Aviv Landau, Siva Mathiyazhagan, Alex Auyeung, Sarah Dillard, Desmond Patton:
Applying Reflexivity to Artificial Intelligence for Researching Marginalized Communities and Real-World Problems. HICSS 2023: 712-721 - [i8]Nicholas Deas, Jessi Grieser, Shana Kleiner, Desmond Patton, Elsbeth Turcan, Kathleen R. McKeown:
Evaluation of African American Language Bias in Natural Language Generation. CoRR abs/2305.14291 (2023) - 2022
- [j8]Aviv Y. Landau, Ashley Blanchard, Kenrick Cato, Nia Atkins, Stephanie Salazar, Desmond Upton Patton, Maxim Topaz:
Considerations for development of child abuse and neglect phenotype with implications for reduction of racial bias: a qualitative study. J. Am. Medical Informatics Assoc. 29(3): 512-519 (2022) - [j7]Aviv Y. Landau, Susi Ferrarello, Ashley Blanchard, Kenrick Cato, Nia Atkins, Stephanie Salazar, Desmond Upton Patton, Maxim Topaz:
Developing machine learning-based models to help identify child abuse and neglect: key ethical challenges and recommended solutions. J. Am. Medical Informatics Assoc. 29(3): 576-580 (2022) - [c8]Sharon Levy, Emily Allaway, Melanie Subbiah, Lydia B. Chilton, Desmond Patton, Kathleen R. McKeown, William Yang Wang:
SafeText: A Benchmark for Exploring Physical Safety in Language Models. EMNLP 2022: 2407-2421 - [c7]Alex Mei, Anisha Kabir, Sharon Levy, Melanie Subbiah, Emily Allaway, John Judge, Desmond Patton, Bruce Bimber, Kathleen R. McKeown, William Yang Wang:
Mitigating Covertly Unsafe Text within Natural Language Systems. EMNLP (Findings) 2022: 2914-2926 - [i7]Alex Mei, Anisha Kabir, Sharon Levy, Melanie Subbiah, Emily Allaway, John Judge, Desmond Patton, Bruce Bimber, Kathleen R. McKeown, William Yang Wang:
Mitigating Covertly Unsafe Text within Natural Language Systems. CoRR abs/2210.09306 (2022) - [i6]Sharon Levy, Emily Allaway, Melanie Subbiah, Lydia B. Chilton, Desmond Patton, Kathleen R. McKeown, William Yang Wang:
SafeText: A Benchmark for Exploring Physical Safety in Language Models. CoRR abs/2210.10045 (2022) - 2020
- [j6]Desmond Upton Patton:
Social work thinking for UX and AI design. Interactions 27(2): 86-89 (2020) - [c6]Desmond Upton Patton, William R. Frey, Kyle A. McGregor, Fei-Tzin Lee, Kathleen R. McKeown, Emanuel Moss:
Contextual Analysis of Social Media: The Promise and Challenge of Eliciting Context in Social Media Posts with Natural Language Processing. AIES 2020: 337-342
2010 – 2019
- 2019
- [c5]Ruiqi Zhong, Yanda Chen, Desmond Patton, Charlotte Selous, Kathy McKeown:
Detecting and Reducing Bias in a High Stakes Domain. EMNLP/IJCNLP (1) 2019: 4764-4774 - [c4]Desmond Patton, Philipp Blandfort, William R. Frey, Michael B. Gaskell, Svebor Karaman:
Annotating Social Media Data From Vulnerable Populations: Evaluating Disagreement Between Domain Experts and Graduate Student Annotators. HICSS 2019: 1-10 - [c3]Philipp Blandfort, Desmond Upton Patton, William R. Frey, Svebor Karaman, Surabhi Bhargava, Fei-Tzin Lee, Siddharth Varia, Chris Kedzie, Michael B. Gaskell, Rossano Schifanella, Kathleen R. McKeown, Shih-Fu Chang:
Multimodal Social Media Analysis for Gang Violence Prevention. ICWSM 2019: 114-124 - [i5]Ruiqi Zhong, Yanda Chen, Desmond Patton, Charlotte Selous, Kathy McKeown:
Detecting and Reducing Bias in a High Stakes Domain. CoRR abs/1908.11474 (2019) - 2018
- [j5]Desmond Upton Patton, Owen Rambow, Jonathan Auerbach, Kevin Li, William R. Frey:
Expressions of loss predict aggressive comments on Twitter among gang-involved youth in Chicago. npj Digit. Medicine 1 (2018) - [c2]Serina Chang, Ruiqi Zhong, Ethan Adams, Fei-Tzin Lee, Siddharth Varia, Desmond Patton, William R. Frey, Chris Kedzie, Kathy McKeown:
Detecting Gang-Involved Escalation on Social Media Using Context. EMNLP 2018: 46-56 - [i4]Philipp Blandfort, Desmond Patton, William R. Frey, Svebor Karaman, Surabhi Bhargava, Fei-Tzin Lee, Siddharth Varia, Chris Kedzie, Michael B. Gaskell, Rossano Schifanella, Kathleen R. McKeown, Shih-Fu Chang:
Multimodal Social Media Analysis for Gang Violence Prevention. CoRR abs/1807.08465 (2018) - [i3]Serina Chang, Ruiqi Zhong, Ethan Adams, Fei-Tzin Lee, Siddharth Varia, Desmond Patton, William R. Frey, Chris Kedzie, Kathy McKeown:
Detecting Gang-Involved Escalation on Social Media Using Context. CoRR abs/1809.03632 (2018) - [i2]Philipp Blandfort, Jörn Hees, Desmond Upton Patton:
An Overview of Computational Approaches for Analyzing Interpretation. CoRR abs/1811.04028 (2018) - 2017
- [j4]Desmond Upton Patton, Jeffrey Lane, Patrick Leonard, Jamie Macbeth, Jocelyn R. Smith Lee:
Gang violence on the digital street: Case study of a South Side Chicago gang member's Twitter communication. New Media Soc. 19(7): 1000-1018 (2017) - 2016
- [j3]Desmond Upton Patton, Robert D. Eschmann, Caitlin Elsaesser, Eddie Bocanegra:
Sticks, stones and Facebook accounts: What violence outreach workers know about social media and urban-based gang violence in Chicago. Comput. Hum. Behav. 65: 591-600 (2016) - [c1]Terra Blevins, Robert Kwiatkowski, Jamie Macbeth, Kathleen R. McKeown, Desmond Upton Patton, Owen Rambow:
Automatically Processing Tweets from Gang-Involved Youth: Towards Detecting Loss and Aggression. COLING 2016: 2196-2206 - [i1]Desmond Upton Patton, Kathleen R. McKeown, Owen Rambow, Jamie Macbeth:
Using Natural Language Processing and Qualitative Analysis to Intervene in Gang Violence: A Collaboration Between Social Work Researchers and Data Scientists. CoRR abs/1609.08779 (2016) - 2014
- [j2]Desmond Upton Patton, Jun Sung Hong, Megan Ranney, Sadiq Patel, Caitlin Kelley, Robert D. Eschmann, Tyreasa Washington:
Social media as a vector for youth violence: A review of the literature. Comput. Hum. Behav. 35: 548-553 (2014) - 2013
- [j1]Desmond Upton Patton, Robert D. Eschmann, Dirk A. Butler:
Internet banging: New trends in social media, gang violence, masculinity and hip hop. Comput. Hum. Behav. 29(5): A54-A59 (2013)
Coauthor Index
aka: Kathleen R. McKeown
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